Description

This analysis provides a forecast of ALGO prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2024-11-17 00:00:00+00:00 0.138196 0.150954 0.164753 0.180853 0.199206 0.219576 0.244034
2024-11-24 00:00:00+00:00 0.116903 0.133918 0.153598 0.178295 0.208823 0.245812 0.294798
2024-12-01 00:00:00+00:00 0.102632 0.121380 0.144077 0.174059 0.213378 0.264306 0.337232
2024-12-08 00:00:00+00:00 0.091536 0.110808 0.134941 0.168085 0.213595 0.275785 0.370827
2024-12-15 00:00:00+00:00 0.084794 0.104753 0.130500 0.167117 0.219566 0.294949 0.417708
2024-12-22 00:00:00+00:00 0.078344 0.098363 0.124812 0.163515 0.220936 0.307096 0.455466
2024-12-29 00:00:00+00:00 0.074781 0.095433 0.123388 0.165512 0.230362 0.332272 0.518954
2025-01-05 00:00:00+00:00 0.069765 0.090097 0.118114 0.161265 0.229577 0.340831 0.554892
2025-01-12 00:00:00+00:00 0.064919 0.084657 0.112253 0.155535 0.225679 0.343449 0.579983
2025-01-19 00:00:00+00:00 0.060910 0.080144 0.107403 0.150888 0.222944 0.347520 0.608503
2025-01-26 00:00:00+00:00 0.060801 0.081186 0.110729 0.159211 0.242630 0.394341 0.736959
2025-02-02 00:00:00+00:00 0.062324 0.084673 0.117934 0.174416 0.276212 0.473615 0.966053
2025-02-09 00:00:00+00:00 0.060083 0.082614 0.116774 0.176204 0.286968 0.512262 1.119474
2025-02-16 00:00:00+00:00 0.056692 0.078645 0.112386 0.172164 0.286448 0.527667 1.219469
2025-02-23 00:00:00+00:00 0.053572 0.074907 0.108107 0.167901 0.284925 0.540621 1.319213
2025-03-02 00:00:00+00:00 0.050444 0.070983 0.103264 0.162183 0.279727 0.544067 1.391331
2025-03-09 00:00:00+00:00 0.048498 0.068814 0.101162 0.161257 0.284260 0.571926 1.562688
2025-03-16 00:00:00+00:00 0.046252 0.066045 0.097877 0.157826 0.283020 0.585080 1.688812
2025-03-23 00:00:00+00:00 0.045118 0.065004 0.097440 0.159728 0.293625 0.631833 1.984336
2025-03-30 00:00:00+00:00 0.043061 0.062354 0.094079 0.155683 0.290351 0.639833 2.116766
2025-04-06 00:00:00+00:00 0.040909 0.059459 0.090143 0.150223 0.283215 0.635474 2.189207
2025-04-13 00:00:00+00:00 0.039058 0.056991 0.086839 0.145792 0.278034 0.636057 2.290886
2025-04-20 00:00:00+00:00 0.039243 0.057917 0.089571 0.153726 0.303485 0.737071 3.067235